Understanding Advanced Algorithms Compsci 224 Lecture 19

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Key Takeaways about Advanced Algorithms Compsci 224 Lecture 19

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  • Logistics, course topics, word RAM, predecessor, van Emde Boas, y-fast tries. Please see Problem 1 of Assignment 1 at ...
  • As the John L. Loeb Associate Professor of Engineering and Applied Sciences at the Harvard John A. Paulson School of ...
  • Fusion trees, word-level parallelism, most significant set bit in constant time.
  • Hashing: load balancing, k-wise independence, chaining, linear probing.

Detailed Analysis of Advanced Algorithms Compsci 224 Lecture 19

Power of random signs: ℓ2 norm estimation, subspace embeddings (regression), Johnson-Lindenstrauss, deterministic point ... second order methods (Newton's method), path-following interior point wrap-up. Linear programming via multiplicative weights, flows, augmenting paths.

Scaling for max flow, blocking flow.

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